AAAI18 - Applications
| EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples | |
| Pin-Yu Chen, Yash Sharma, Huan Zhang, Jinfeng Yi, Cho-Jui Hsieh |
| Predicting Aesthetic Score Distribution Through Cumulative Jensen-Shannon Divergence | |
| Xin Jin, Le Wu, Xiaodong Li, Siyu Chen, Siwei Peng, Jingying Chi, Shiming Ge, Chenggen Song, Geng Zhao |
| Norm Conflict Resolution in Stochastic Domains | |
| Daniel Kasenberg, Matthias Scheutz |
| Early Prediction of Diabetes Complications from Electronic Health Records: A Multi-Task Survival Analysis Approach | |
| Bin Liu, Ying Li, Zhaonan Sun, Soumya Ghosh, Kenney Ng |
| Learning the Joint Representation of Heterogeneous Temporal Events for Clinical Endpoint Prediction | |
| Luchen Liu, Jianhao Shen, Ming Zhang, Zichang Wang, Jian Tang |
| On Organizing Online Soirees with Live Multi-Streaming | |
| Chih-Ya Shen, C. P. Kankeu Fotsing, De-Nian Yang, Yi-Shin Chen, Wang-Chien Lee |
| An AI Planning Solution to Scenario Generation for Enterprise Risk Management | |
| Shirin Sohrabi, Anton V. Riabov, Michael Katz, Octavian Udrea |
| Automated Segmentation of Overlapping Cytoplasm in Cervical Smear Images via Contour Fragments | |
| Youyi Song, Jing Qin, Baiying Lei, Kup-Sze Choi |
| Synthesis of Programs from Multimodal Datasets | |
| Shantanu Thakoor, Simoni Shah, Ganesh Ramakrishnan, Amitabha Sanyal |
| Catching Captain Jack: Efficient Time and Space Dependent Patrols to Combat Oil-Siphoning in International Waters | |
| Xinrun Wang, Bo An, Martin Strobel, Fookwai Kong |
| Ranking Users in Social Networks With Higher-Order Structures | |
| Huan Zhao, Xiaogang Xu, Yangqiu Song, Dik Lun Lee, Zhao Chen, Han Gao |
AAAI18 - Artificial Intelligence and the Web
| Community Detection in Attributed Graphs: An Embedding Approach | |
| Ye Li, Chaofeng Sha, Xin Huang, Yanchun Zhang |
| Binary Generative Adversarial Networks for Image Retrieval | |
| Jingkuan Song, Tao He, Lianli Gao, Xing Xu, Alan Hanjalic, Heng Tao Shen |
| Deep Region Hashing for Generic Instance Search from Images | |
| Jingkuan Song, Tao He, Lianli Gao, Xing Xu, Heng Tao Shen |
| Improved English to Russian Translation by Neural Suffix Prediction | |
| Kai Song, Yue Zhang, Min Zhang, Weihua Luo |
| Towards Efficient Detection of Overlapping Communities in Massive Networks | |
| Bing-Jie Sun, Huawei Shen, Jinhua Gao, Wentao Ouyang, Xueqi Cheng |
| A Multi-Task Learning Approach for Improving Product Title Compression with User Search Log Data | |
| Jingang Wang, Junfeng Tian, Long Qiu, Sheng Li, Jun Lang, Luo Si, Man Lan |
| Contrastive Training for Models of Information Cascades | |
| Shaobin Xu, David A. Smith |
| Retrieving and Classifying Affective Images via Deep Metric Learning | |
| Jufeng Yang, Dongyu She, Yu-Kun Lai, Ming-Hsuan Yang |
| Discovering and Distinguishing Multiple Visual Senses for Polysemous Words | |
| Yazhou Yao, Jian Zhang, Fumin Shen, Wankou Yang, Pu Huang, Zhenmin Tang |
AAAI18 - Cognitive Modeling
| Learning Nonlinear Dynamics in Efficient, Balanced Spiking Networks Using Local Plasticity Rules | |
| Alireza Alemi, Christian K. Machens, Sophie Deneve, Jean-Jacques Slotine |
| Perceiving, Learning, and Recognizing 3D Objects: An Approach to Cognitive Service Robots | |
| S. Hamidreza Kasaei, Juil Sock, Luis Seabra Lopes, Ana Maria Tome, Tae-Kyun Kim |
| A Plasticity-Centric Approach to Train the Non-Differential Spiking Neural Networks | |
| Tielin Zhang, Yi Zeng, Dongcheng Zhao, Mengting Shi |
AAAI18 - Cognitive Systems
| Towards Building Large Scale Multimodal Domain-Aware Conversation Systems | |
| Amrita Saha, Mitesh M. Khapra, Karthik Sankaranarayanan |
| Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph | |
| Amrita Saha, Vardaan Pahuja, Mitesh M. Khapra, Karthik Sankaranarayanan, Sarath Chandar |
| The Structural Affinity Method for Solving the Raven's Progressive Matrices Test for Intelligence | |
| Snejana Shegheva, Ashok Goel |
AAAI18 - Computational Sustainability and AI
| DyETC: Dynamic Electronic Toll Collection for Traffic Congestion Alleviation | |
| Haipeng Chen, Bo An, Guni Sharon, Josiah P. Hanna, Peter Stone, Chunyan Miao, Yeng Chai Soh |
| Cellular Network Traffic Scheduling With Deep Reinforcement Learning | |
| Sandeep Chinchali, Pan Hu, Tianshu Chu, Manu Sharma, Manu Bansal, Rakesh Misra, Marco Pavone, Sachin Katti |
| DeepUrbanMomentum: An Online Deep-Learning System for Short-Term Urban Mobility Prediction | |
| Renhe Jiang, Xuan Song, Zipei Fan, Tianqi Xia, Quanjun Chen, Satoshi Miyazawa, Ryosuke Shibasaki |
| Predicting Links in Plant-Pollinator Interaction Networks Using Latent Factor Models With Implicit Feedback | |
| Eugene Seo, Rebecca A. Hutchinson |
| Computation Error Analysis of Block Floating Point Arithmetic Oriented Convolution Neural Network Accelerator Design | |
| Zhourui Song, Zhenyu Liu, Dongsheng Wang |
| Preventing Infectious Disease in Dynamic Populations Under Uncertainty | |
| Bryan Wilder, Sze-Chuan Suen, Milind Tambe |
| Efficiently Approximating the Pareto Frontier: Hydropower Dam Placement in the Amazon Basin | |
| Xiaojian Wu, Jonathan Gomes-Selman, Qinru Shi, Yexiang Xue, Roosevelt Garcia-Villacorta, Elizabeth Anderson, Suresh Sethi, Scott Steinschneider, Alexander Flecker, Carla Gomes |
AAAI18 - Game Playing and Interactive Entertainment
| Minesweeper with Limited Moves | |
| Serge Gaspers, Stefan Rümmele, Abdallah Saffidine, Kevin Tran |
| Event Representations for Automated Story Generation with Deep Neural Nets | |
| Lara J. Martin, Prithviraj Ammanabrolu, Xinyu Wang, William Hancock, Shruti Singh, Brent Harrison, Mark O. Riedl |
| PVL: A Framework for Navigating the Precision-Variety Trade-Off in Automated Animation of Smiles | |
| Nicholas Sohre, Moses Adeagbo, Nathaniel Helwig, Sofia Lyford-Pike, Stephen J. Guy |
AAAI18 - Game Theory and Economic Paradigms
| On the Complexity of Extended and Proportional Justified Representation | |
| Haris Aziz, Edith Elkind, Shenwei Huang, Martin Lackner, Luis Sanchez-Fernandez, Piotr Skowron |
| Multiwinner Elections With Diversity Constraints | |
| Robert Bredereck, Piotr Faliszewski, Ayumi Igarashi, Martin Lackner, Piotr Skowron |
| AIVAT: A New Variance Reduction Technique for Agent Evaluation in Imperfect Information Games | |
| Neil Burch, Martin Schmid, Matej Moravcik, Dustin Morill, Michael Bowling |
| Allocation Problems in Ride-Sharing Platforms: Online Matching With Offline Reusable Resources | |
| John P. Dickerson, Karthik A. Sankararaman, Aravind Srinivasan, Pan Xu |
| Tool Auctions | |
| Janosch Döcker, Britta Dorn, Ulle Endriss, Ronald de Haan, Sebastian Schneckenburger |
| The Complexity of Bribery in Network-Based Rating Systems | |
| Umberto Grandi, James Stewart, Paolo Turrini |
| Robust Stackelberg Equilibria in Extensive-Form Games and Extension to Limited Lookahead | |
| Christian Kroer, Gabriele Farina, Tuomas Sandholm |
| On the Approximation of Nash Equilibria in Sparse Win-Lose Games | |
| Zhengyang Liu, Ying Sheng |
| MUDA: A Truthful Multi-Unit Double-Auction Mechanism | |
| Erel Segal-Halevi, Avinatan Hassidim, Yonatan Aumann |
| Traffic Optimization for a Mixture of Self-Interested and Compliant Agents | |
| Guni Sharon, Michael Albert, Tarun Rambha, Stephen Boyles, Peter Stone |
| Coalition Manipulation of Gale-Shapley Algorithm | |
| Weiran Shen, Pingzhong Tang, Yuan Deng |
| Axioms for Distance-Based Centralities | |
| Oskar Skibski, Jadwiga Sosnowska |
| An Axiomatization of the Eigenvector and Katz Centralities | |
| Tomasz Wąs, Oskar Skibski |
AAAI18 - Heuristic Search and Optimization
| Efficiently Monitoring Small Data Modification Effect for Large-Scale Learning in Changing Environment | |
| Hiroyuki Hanada, Atsushi Shibagaki, Jun Sakuma, Ichiro Takeuchi |
| Locality Preserving Projection Based on F-norm | |
| Xiangjie Hu, Yanfeng Sun, Junbin Gao, Yongli Hu, Baocai Yin |
| Exact Clustering via Integer Programming and Maximum Satisfiability | |
| Atsushi Miyauchi, Tomohiro Sonobe, Noriyoshi Sukegawa |
| Accelerated Best-First Search With Upper-Bound Computation for Submodular Function Maximization | |
| Shinsaku Sakaue, Masakazu Ishihata |
| Submodular Function Maximization Over Graphs via Zero-Suppressed Binary Decision Diagrams | |
| Shinsaku Sakaue, Masaaki Nishino, Norihito Yasuda |
AAAI18 - Human-AI Collaboration
| An Interactive Multi-Label Consensus Labeling Model for Multiple Labeler Judgments | |
| Ashish Kulkarni, Narasimha Raju Uppalapati, Pankaj Singh, Ganesh Ramakrishnan |
| Anchors: High-Precision Model-Agnostic Explanations | |
| Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin |
| Optimizing Interventions via Offline Policy Evaluation: Studies in Citizen Science | |
| Avi Segal, Kobi Gal, Ece Kamar, Eric Horvitz, Grant Miller |
| Deep TAMER: Interactive Agent Shaping in High-Dimensional State Spaces | |
| Garrett Warnell, Nicholas Waytowich, Vernon Lawhern, Peter Stone |
AAAI18 - Human Computation and Crowd Sourcing
| Understanding Over Participation in Simple Contests | |
| Priel Levy, David Sarne |
| Information Gathering With Peers: Submodular Optimization With Peer-Prediction Constraints | |
| Goran Radanovic, Adish Singla, Andreas Krause, Boi Faltings |
| AdaFlock: Adaptive Feature Discovery for Human-in-the-loop Predictive Modeling | |
| Ryusuke Takahama, Yukino Baba, Nobuyuki Shimizu, Sumio Fujita, Hisashi Kashima |
AAAI18 - Humans and AI
| Adapting a Kidney Exchange Algorithm to Align With Human Values | |
| Rachel Freedman, Jana Schaich Borg, Walter Sinnott-Armstrong, John P. Dickerson, Vincent Conitzer |
| Coupled Deep Learning for Heterogeneous Face Recognition | |
| Xiang Wu, Lingxiao Song, Ran He, Tieniu Tan |
| Deception Detection in Videos | |
| Zhe Wu, Bharat Singh, Larry S. Davis, V. S. Subrahmanian |
| WiFi-Based Human Identification via Convex Tensor Shapelet Learning | |
| Han Zou, Yuxun Zhou, Jianfei Yang, Weixi Gu, Lihua Xie, Costas J. Spanos |
AAAI18 - Knowledge Representation and Reasoning
| Situation Calculus Semantics for Actual Causality | |
| Vitaliy Batusov, Mikhail Soutchanski |
| Complexity of Verification in Incomplete Argumentation Frameworks | |
| Dorothea Baumeister, Daniel Neugebauer, Jörg Rothe, Hilmar Schadrack |
| Weighted Abstract Dialectical Frameworks | |
| Gerhard Brewka, Hannes Strass, Johannes P. Wallner, Stefan Woltran |
| Convolutional 2D Knowledge Graph Embeddings | |
| Tim Dettmers, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel |
| Behavior Is Everything: Towards Representing Concepts with Sensorimotor Contingencies | |
| Nicholas Hay, Michael Stark, Alexander Schlegel, Carter Wendelken, Dennis Park, Eric Purdy, Tom Silver, D. Scott Phoenix, Dileep George |
| Probabilistic Inference Over Repeated Insertion Models | |
| Batya Kenig, Lovro Ilijasić, Haoyue Ping, Benny Kimelfeld, Julia Stoyanovich |
| Question Answering as Global Reasoning Over Semantic Abstractions | |
| Daniel Khashabi, Tushar Khot, Ashish Sabharwal, Dan Roth |
| Fair Inference on Outcomes | |
| Razieh Nabi, Ilya Shpitser |
| On Consensus in Belief Merging | |
| Nicolas Schwind, Pierre Marquis |
| Open-World Knowledge Graph Completion | |
| Baoxu Shi, Tim Weninger |
| Visual Explanation by High-Level Abduction: On Answer-Set Programming Driven Reasoning About Moving Objects | |
| Jakob Suchan, Mehul Bhatt, Przemysław Wałega, Carl Schultz |
| A Framework and Positive Results for IAR-answering | |
| Despoina Trivela, Giorgos Stoilos, Vasilis Vassalos |
| Splitting an LPMLN Program | |
| Bin Wang, Zhizheng Zhang, Hongxiang Xu, Jun Shen |
AAAI18 - Machine Learning Applications
| Predicting Vehicular Travel Times by Modeling Heterogeneous Influences Between Arterial Roads | |
| Avinash Achar, Venkatesh Sarangan, Rohith Regikumar, Anand Sivasubramaniam |
| DeepHeart: Semi-Supervised Sequence Learning for Cardiovascular Risk Prediction | |
| Brandon Ballinger, Johnson Hsieh, Avesh Singh, Nimit Sohoni, Jack Wang, Geoffrey H. Tison, Gregory M. Marcus, Jose M. Sanchez, Carol Maguire, Jeffrey E. Olgin, Mark J. Pletcher |
| Modeling Scientific Influence for Research Trending Topic Prediction | |
| Chengyao Chen, Zhitao Wang, Wenjie Li, Xu Sun |
| HARP: Hierarchical Representation Learning for Networks | |
| Haochen Chen, Bryan Perozzi, Yifan Hu, Steven Skiena |
| A Neural Attention Model for Urban Air Quality Inference: Learning the Weights of Monitoring Stations | |
| Weiyu Cheng, Yanyan Shen, Yanmin Zhu, Linpeng Huang |
| The Geometric Block Model | |
| Sainyam Galhotra, Arya Mazumdar, Soumyabrata Pal, Barna Saha |
| Learning User Preferences to Incentivize Exploration in the Sharing Economy | |
| Christoph Hirnschall, Adish Singla, Sebastian Tschiatschek, Andreas Krause |
| Task-Aware Compressed Sensing With Generative Adversarial Networks | |
| Maya Kabkab, Pouya Samangouei, Rama Chellappa |
| Unified Locally Linear Classifiers With Diversity-Promoting Anchor Points | |
| Chenghao Liu, Teng Zhang, Peilin Zhao, Jianling Sun, Steven C. H. Hoi |
| Semi-Supervised Biomedical Translation With Cycle Wasserstein Regression GANs | |
| Matthew B. A. McDermott, Tom Yan, Tristan Naumann, Nathan Hunt, Harini Suresh, Peter Szolovits, Marzyeh Ghassemi |
| Sequence-to-Sequence Learning via Shared Latent Representation | |
| Xu Shen, Xinmei Tian, Jun Xing, Yong Rui, Dacheng Tao |
| Compatibility Family Learning for Item Recommendation and Generation | |
| Yong-Siang Shih, Kai-Yueh Chang, Hsuan-Tien Lin, Min Sun |
| Neural Ideal Point Estimation Network | |
| Kyungwoo Song, Wonsung Lee, Il-Chul Moon |
| Nonlocal Patch Based t-SVD for Image Inpainting: Algorithm and Error Analysis | |
| Liangchen Song, Bo Du, Lefei Zhang, Liangpei Zhang, Jia Wu, Xuelong Li |
| r-BTN: Cross-Domain Face Composite and Synthesis From Limited Facial Patches | |
| Yang Song, Zhifei Zhang, Hairong Qi |
| Exercise-Enhanced Sequential Modeling for Student Performance Prediction | |
| Yu Su, Qingwen Liu, Qi Liu, Zhenya Huang, Yu Yin, Enhong Chen, Chris Ding, Si Wei, Guoping Hu |
| Compressed Sensing MRI Using a Recursive Dilated Network | |
| Liyan Sun, Zhiwen Fan, Yue Huang, Xinghao Ding, John Paisley |
| Maximum-Variance Total Variation Denoising for Interpretable Spatial Smoothing | |
| Wesley Tansey, Jesse Thomason, James G. Scott |
| Model-Free Iterative Temporal Appliance Discovery for Unsupervised Electricity Disaggregation | |
| Mark Valovage, Akshay Shekhawat, Maria Gini |
| Modeling Attention and Memory for Auditory Selection in a Cocktail Party Environment | |
| Jiaming Xu, Jing Shi, Guangcan Liu, Xiuyi Chen, Bo Xu |
| WalkRanker: A Unified Pairwise Ranking Model With Multiple Relations for Item Recommendation | |
| Lu Yu, Chuxu Zhang, Shichao Pei, Guolei Sun, Xiangliang Zhang |
| Sequence-to-Point Learning With Neural Networks for Non-Intrusive Load Monitoring | |
| Chaoyun Zhang, Mingjun Zhong, Zongzuo Wang, Nigel Goddard, Charles Sutton |
AAAI18 - Machine Learning Methods
| Online Learning for Structured Loss Spaces | |
| Siddharth Barman, Aditya Gopalan, Aadirupa Saha |
| Long-Term Image Boundary Prediction | |
| Apratim Bhattacharyya, Mateusz Malinowski, Bernt Schiele, Mario Fritz |
| Trace Ratio Optimization With Feature Correlation Mining for Multiclass Discriminant Analysis | |
| Forough Rezaei Boroujeni, Sen Wang, Zhihui Li, Nicholas West, Bela Stantic, Lina Yao, Guodong Long |
| Gated-Attention Architectures for Task-Oriented Language Grounding | |
| Devendra Singh Chaplot, Kanthashree Mysore Sathyendra, Rama Kumar Pasumarthi, Dheeraj Rajagopal, Ruslan Salakhutdinov |
| Automatic Parameter Tying: A New Approach for Regularized Parameter Learning in Markov Networks | |
| Li Chou, Pracheta Sahoo, Somdeb Sarkhel, Nicholas Ruozzi, Vibhav Gogate |
| Multi-Step Reinforcement Learning: A Unifying Algorithm | |
| Kristopher De Asis, J. Fernando Hernandez-Garcia, G. Zacharias Holland, Richard S. Sutton |
| Lagrangian Constrained Community Detection | |
| Mohadeseh Ganji, James Bailey, Peter J. Stuckey |
| Rainbow: Combining Improvements in Deep Reinforcement Learning | |
| Matteo Hessel, Joseph Modayil, Hado van Hasselt, Tom Schaul, Georg Ostrovski, Will Dabney, Dan Horgan, Bilal Piot, Mohammad Azar, David Silver |
| Deep Q-learning From Demonstrations | |
| Todd Hester, Matej Vecerik, Olivier Pietquin, Marc Lanctot, Tom Schaul, Bilal Piot, Dan Horgan, John Quan, Andrew Sendonaris, Ian Osband, Gabriel Dulac-Arnold, John Agapiou, Joel Z. Leibo, Audrunas Gruslys |
| On Convergence of Epanechnikov Mean Shift | |
| Kejun Huang, Xiao Fu, Nicholas D. Sidiropoulos |
| Efficient Multi-Dimensional Tensor Sparse Coding Using t-Linear Combination | |
| Fei Jiang, Xiao-Yang Liu, Hongtao Lu, Ruimin Shen |
| Deep Semi-Random Features for Nonlinear Function Approximation | |
| Kenji Kawaguchi, Bo Xie, Le Song |
| Feature Engineering for Predictive Modeling Using Reinforcement Learning | |
| Udayan Khurana, Horst Samulowitz, Deepak Turaga |
| Learning to Generalize: Meta-Learning for Domain Generalization | |
| Da Li, Yongxin Yang, Yi-Zhe Song, Timothy M. Hospedales |
| Information Directed Sampling for Stochastic Bandits With Graph Feedback | |
| Fang Liu, Swapna Buccapatnam, Ness Shroff |
| A Change-Detection Based Framework for Piecewise-Stationary Multi-Armed Bandit Problem | |
| Fang Liu, Joohyun Lee, Ness Shroff |
| MDP-Based Cost Sensitive Classification Using Decision Trees | |
| Shlomi Maliah, Guy Shani |
| Data-Dependent Learning of Symmetric/Antisymmetric Relations for Knowledge Base Completion | |
| Hitoshi Manabe, Katsuhiko Hayashi, Masashi Shimbo |
| Personalized Privacy-Preserving Social Recommendation | |
| Xuying Meng, Suhang Wang, Kai Shu, Jundong Li, Bo Chen, Huan Liu, Yujun Zhang |
| Hierarchical Policy Search via Return-Weighted Density Estimation | |
| Takayuki Osa, Masashi Sugiyama |
| Dynamic Determinantal Point Processes | |
| Takayuki Osogami, Rudy Raymond, Akshay Goel, Tomoyuki Shirai, Takanori Maehara |
| Adversarial Dropout for Supervised and Semi-Supervised Learning | |
| Sungrae Park, JunKeon Park, Su-Jin Shin, Il-Chul Moon |
| FiLM: Visual Reasoning with a General Conditioning Layer | |
| Ethan Perez, Florian Strub, Harm de Vries, Vincent Dumoulin, Aaron Courville |
| Joint Learning of Set Cardinality and State Distribution | |
| S. Hamid Rezatofighi, Anton Milan, Qinfeng Shi, Anthony Dick, Ian Reid |
| Hypergraph p-Laplacian: A Differential Geometry View | |
| Shota Saito, Danilo P. Mandic, Hideyuki Suzuki |
| Word Co-Occurrence Regularized Non-Negative Matrix Tri-Factorization for Text Data Co-Clustering | |
| Aghiles Salah, Melissa Ailem, Mohamed Nadif |
| Learning Vector Autoregressive Models With Latent Processes | |
| Saber Salehkaleybar, Jalal Etesami, Negar Kiyavash, Kun Zhang |
| Regularizing Deep Networks Using Efficient Layerwise Adversarial Training | |
| Swami Sankaranarayanan, Arpit Jain, Rama Chellappa, Ser Nam Lim |
| From Monte Carlo to Las Vegas: Improving Restricted Boltzmann Machine Training Through Stopping Sets | |
| Pedro H. P. Savarese, Mayank Kakodkar, Bruno Ribeiro |
| On Data-Dependent Random Features for Improved Generalization in Supervised Learning | |
| Shahin Shahrampour, Ahmad Beirami, Vahid Tarokh |
| Labeled Memory Networks for Online Model Adaptation | |
| Shiv Shankar, Sunita Sarawagi |
| No Modes Left Behind: Capturing the Data Distribution Effectively Using GANs | |
| Shashank Sharma, Vinay P. Namboodiri |
| Reduced-Rank Linear Dynamical Systems | |
| Qi She, Yuan Gao, Kai Xu, Rosa H. M. Chan |
| Wasserstein Distance Guided Representation Learning for Domain Adaptation | |
| Jian Shen, Yanru Qu, Weinan Zhang, Yong Yu |
| Compact Multi-Label Learning | |
| Xiaobo Shen, Weiwei Liu, Ivor W. Tsang, Quan-Sen Sun, Yew-Soon Ong |
| Dynamic Optimization of Neural Network Structures Using Probabilistic Modeling | |
| Shinichi Shirakawa, Yasushi Iwata, Youhei Akimoto |
| Learning to Interact With Learning Agents | |
| Adish Singla, Hamed Hassani, Andreas Krause |
| Attend and Diagnose: Clinical Time Series Analysis Using Attention Models | |
| Huan Song, Deepta Rajan, Jayaraman J. Thiagarajan, Andreas Spanias |
| Reinforcement Learning in POMDPs With Memoryless Options and Option-Observation Initiation Sets | |
| Denis Steckelmacher, Diederik M. Roijers, Anna Harutyunyan, Peter Vrancx, Hélène Plisnier, Ann Nowé |
| Active Lifelong Learning With "Watchdog" | |
| Gan Sun, Yang Cong, Xiaowei Xu |
| Leaf-Smoothed Hierarchical Softmax for Ordinal Prediction | |
| Wesley Tansey, Karl Pichotta, James G. Scott |
| Perception Coordination Network: A Framework for Online Multi-Modal Concept Acquisition and Binding | |
| You-Lu Xing, Fu-Rao Shen, Jin-Xi Zhao, Jing-Xin Pan, Ah-Hwee Tan |
| Multi-Layer Multi-View Classification for Alzheimer’s Disease Diagnosis | |
| Changqing Zhang, Ehsan Adeli, Tao Zhou, Xiaobo Chen, Dinggang Shen |
| Interpreting CNN Knowledge via an Explanatory Graph | |
| Quanshi Zhang, Ruiming Cao, Feng Shi, Ying Nian Wu, Song-Chun Zhu |
| Hypergraph Learning With Cost Interval Optimization | |
| Xibin Zhao, Nan Wang, Heyuan Shi, Hai Wan, Jin Huang, Yue Gao |
| ATRank: An Attention-Based User Behavior Modeling Framework for Recommendation | |
| Chang Zhou, Jinze Bai, Junshuai Song, Xiaofei Liu, Zhengchao Zhao, Xiusi Chen, Jun Gao |
| Non-Parametric Outliers Detection in Multiple Time Series A Case Study: Power Grid Data Analysis | |
| Yuxun Zhou, Han Zou, Reza Arghandeh, Weixi Gu, Costas J. Spanos |
AAAI18 - Multiagent Systems
| Learning the Behavior of a Dynamical System Via a “20 Questions” Approach | |
| Abhijin Adiga, Chris J. Kuhlman, Madhav V. Marathe, Ravi S. S., Daniel J. Rosenkrantz, Richard E. Stearns |
| Preallocation and Planning Under Stochastic Resource Constraints | |
| Frits de Nijs, Matthijs T. J. Spaan, Mathijs M. de Weerdt |
| Social Norms of Cooperation With Costly Reputation Building | |
| Fernando P. Santos, Jorge M. Pacheco, Francisco C. Santos |
AAAI18 - NLP and Knowledge Representation
| Syntax-Directed Attention for Neural Machine Translation | |
| Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao |
| Neural Knowledge Acquisition via Mutual Attention Between Knowledge Graph and Text | |
| Xu Han, Zhiyuan Liu, Maosong Sun |
| Improving Sequence-to-Sequence Constituency Parsing | |
| Lemao Liu, Muhua Zhu, Shuming Shi |
| Table-to-Text Generation by Structure-Aware Seq2seq Learning | |
| Tianyu Liu, Kexiang Wang, Lei Sha, Baobao Chang, Zhifang Sui |
| AMR Parsing With Cache Transition Systems | |
| Xiaochang Peng, Daniel Gildea, Giorgio Satta |
| Early Syntactic Bootstrapping in an Incremental Memory-Limited Word Learner | |
| Sepideh Sadeghi, Matthias Scheutz |
| Recognizing and Justifying Text Entailment Through Distributional Navigation on Definition Graphs | |
| Vivian S. Silva, Siegfried Handschuh, André Freitas |
| SPINE: SParse Interpretable Neural Embeddings | |
| Anant Subramanian, Danish Pruthi, Harsh Jhamtani, Taylor Berg-Kirkpatrick, Eduard Hovy |
| Deep Semantic Role Labeling With Self-Attention | |
| Zhixing Tan, Mingxuan Wang, Jun Xie, Yidong Chen, Xiaodong Shi |
| Translating Pro-Drop Languages With Reconstruction Models | |
| Longyue Wang, Zhaopeng Tu, Shuming Shi, Tong Zhang, Yvette Graham, Qun Liu |
AAAI18 - NLP and Machine Learning
| Learning Interpretable Spatial Operations in a Rich 3D Blocks World | |
| Yonatan Bisk, Kevin J Shih, Yejin Choi, Daniel Marcu |
| Knowledge-based Word Sense Disambiguation using Topic Models | |
| Devendra Singh Chaplot, Ruslan Salakhutdinov |
| IMS-DTM: Incremental Multi-Scale Dynamic Topic Models | |
| Xilun Chen, K. Selcuk Candan, Maria Luisa Sapino |
| Learning to Predict Readability Using Eye-Movement Data From Natives and Learners | |
| Ana V. González-Garduño, Anders Søgaard |
| A Deep Generative Framework for Paraphrase Generation | |
| Ankush Gupta, Arvind Agarwal, Prawaan Singh, Piyush Rai |
| Placing Objects in Gesture Space: Toward Incremental Interpretation of Multimodal Spatial Descriptions | |
| Ting Han, Casey Kennington, David Schlangen |
| An Interpretable Generative Adversarial Approach to Classification of Latent Entity Relations in Unstructured Sentences | |
| Shiou Tian Hsu, Changsung Moon, Paul Jones, Nagiza Samatova |
| SciTaiL: A Textual Entailment Dataset from Science Question Answering | |
| Tushar Khot, Ashish Sabharwal, Peter Clark |
| Empower Sequence Labeling with Task-Aware Neural Language Model | |
| Liyuan Liu, Jingbo Shang, Xiang Ren, Frank Fangzheng Xu, Huan Gui, Jian Peng, Jiawei Han |
| Eliciting Positive Emotion through Affect-Sensitive Dialogue Response Generation: A Neural Network Approach | |
| Nurul Lubis, Sakriani Sakti, Koichiro Yoshino, Satoshi Nakamura |
| Question-Answering with Grammatically-Interpretable Representations | |
| Hamid Palangi, Paul Smolensky, Xiaodong He, Li Deng |
| Multi-Task Learning For Parsing The Alexa Meaning Representation Language | |
| Vittorio Perera, Tagyoung Chung, Thomas Kollar, Emma Strubell |
| Order-Planning Neural Text Generation From Structured Data | |
| Lei Sha, Lili Mou, Tianyu Liu, Pascal Poupart, Sujian Li, Baobao Chang, Zhifang Sui |
| A Multi-View Fusion Neural Network for Answer Selection | |
| Lei Sha, Xiaodong Zhang, Feng Qian, Baobao Chang, Zhifang Sui |
| Generating Sentences Using a Dynamic Canvas | |
| Harshil Shah, Bowen Zheng, David Barber |
| Deconvolutional Latent-Variable Model for Text Sequence Matching | |
| Dinghan Shen, Yizhe Zhang, Ricardo Henao, Qinliang Su, Lawrence Carin |
| DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding | |
| Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Shirui Pan, Chengqi Zhang |
| Improving Variational Encoder-Decoders in Dialogue Generation | |
| Xiaoyu Shen, Hui Su, Shuzi Niu, Vera Demberg |
| Neural Cross-Lingual Entity Linking | |
| Avirup Sil, Gourab Kundu, Radu Florian, Wael Hamza |
| Unity in Diversity: Learning Distributed Heterogeneous Sentence Representation for Extractive Summarization | |
| Abhishek Kumar Singh, Manish Gupta, Vasudeva Varma |
| Variational Recurrent Neural Machine Translation | |
| Jinsong Su, Shan Wu, Deyi Xiong, Yaojie Lu, Xianpei Han, Biao Zhang |
| Incorporating Discriminator in Sentence Generation: a Gibbs Sampling Method | |
| Jinyue Su, Jiacheng Xu, Xipeng Qiu, Xuanjing Huang |
| Guiding Exploratory Behaviors for Multi-Modal Grounding of Linguistic Descriptions | |
| Jesse Thomason, Jivko Sinapov, Raymond J. Mooney, Peter Stone |
| MathDQN: Solving Arithmetic Word Problems via Deep Reinforcement Learning | |
| Lei Wang, Dongxiang Zhang, Lianli Gao, Jingkuan Song, Long Guo, Heng Tao Shen |
| Learning Multi-Modal Word Representation Grounded in Visual Context | |
| Éloi Zablocki, Benjamin Piwowarski, Laure Soulier, Patrick Gallinari |
| Chinese LIWC Lexicon Expansion via Hierarchical Classification of Word Embeddings with Sememe Attention | |
| Xiangkai Zeng, Cheng Yang, Cunchao Tu, Zhiyuan Liu, Maosong Sun |
| End-to-End Quantum-like Language Models with Application to Question Answering | |
| Peng Zhang, Jiabin Niu, Zhan Su, Benyou Wang, Liqun Ma, Dawei Song |
| Asynchronous Bidirectional Decoding for Neural Machine Translation | |
| Xiangwen Zhang, Jinsong Su, Yue Qin, Yang Liu, Rongrong Ji, Hongji Wang |
| Medical Exam Question Answering with Large-scale Reading Comprehension | |
| Xiao Zhang, Ji Wu, Zhiyang He, Xien Liu, Ying Su |
AAAI18 - NLP and Text Mining
| Training and Evaluating Improved Dependency-Based Word Embeddings | |
| Chen Li, Jianxin Li, Yangqiu Song, Ziwei Lin |
| Multi-Task Medical Concept Normalization Using Multi-View Convolutional Neural Network | |
| Yi Luo, Guojie Song, Pengyu Li, Zhongang Qi |
| Jointly Extracting Event Triggers and Arguments by Dependency-Bridge RNN and Tensor-Based Argument Interaction | |
| Lei Sha, Feng Qian, Baobao Chang, Zhifang Sui |
| Content and Context: Two-Pronged Bootstrapped Learning for Regex-Formatted Entity Extraction | |
| Stanley Simoes, Deepak P, Munu Sairamesh, Deepak Khemani, Sameep Mehta |
| Towards a Neural Conversation Model With Diversity Net Using Determinantal Point Processes | |
| Yiping Song, Rui Yan, Yansong Feng, Yaoyuan Zhang, Dongyan Zhao, Ming Zhang |
| Improving Neural Fine-Grained Entity Typing With Knowledge Attention | |
| Ji Xin, Yankai Lin, Zhiyuan Liu, Maosong Sun |
| Dual Attention Network for Product Compatibility and Function Satisfiability Analysis | |
| Hu Xu, Sihong Xie, Lei Shu, Philip S. Yu |
| Scale Up Event Extraction Learning via Automatic Training Data Generation | |
| Ying Zeng, Yansong Feng, Rong Ma, Zheng Wang, Rui Yan, Chongde Shi, Dongyan Zhao |
| Duplicate Question Identification by Integrating FrameNet With Neural Networks | |
| Xiaodong Zhang, Xu Sun, Houfeng Wang |
| Variational Reasoning for Question Answering With Knowledge Graph | |
| Yuyu Zhang, Hanjun Dai, Zornitsa Kozareva, Alexander J. Smola, Le Song |
AAAI18 - Planning and Scheduling
| Sublinear Search Spaces for Shortest Path Planning in Grid and Road Networks | |
| Johannes Blum, Stefan Funke, Sabine Storandt |
| Finite Sample Analyses for TD(0) With Function Approximation | |
| Gal Dalal, Balázs Szörényi, Gugan Thoppe, Shie Mannor |
| Expressive Real-Time Intersection Scheduling | |
| Rick Goldstein, Stephen F. Smith |
| Generalized Value Iteration Networks:Life Beyond Lattices | |
| Sufeng Niu, Siheng Chen, Hanyu Guo, Colin Targonski, Melissa C. Smith, Jelena Kovačević |
| Knowledge-Based Policies for Qualitative Decentralized POMDPs | |
| Abdallah Saffidine, François Schwarzentruber, Bruno Zanuttini |
| Risk-Aware Proactive Scheduling via Conditional Value-at-Risk | |
| Wen Song, Donghun Kang, Jie Zhang, Hui Xi |
| Stackelberg Planning: Towards Effective Leader-Follower State Space Search | |
| Patrick Speicher, Marcel Steinmetz, Michael Backes, Jörg Hoffmann, Robert Künnemann |
| Learning Conditional Generative Models for Temporal Point Processes | |
| Shuai Xiao, Hongteng Xu, Junchi Yan, Mehrdad Farajtabar, Xiaokang Yang, Le Song, Hongyuan Zha |
AAAI18 - Reasoning under Uncertainty
| Learning Mixtures of MLNs | |
| Mohammad Maminur Islam, Somdeb Sarkhel, Deepak Venugopal |
| Approximate Inference via Weighted Rademacher Complexity | |
| Jonathan Kuck, Ashish Sabharwal, Stefano Ermon |
| Relational Marginal Problems: Theory and Estimation | |
| Ondřej Kuželka, Yuyi Wang, Jesse Davis, Steven Schockaert |
| Efficient-UCBV: An Almost Optimal Algorithm Using Variance Estimates | |
| Subhojyoti Mukherjee, K. P. Naveen, Nandan Sudarsanam, Balaraman Ravindran |
| Hawkes Process Inference With Missing Data | |
| Christian R. Shelton, Zhen Qin, Chandini Shetty |
| Conditional PSDDs: Modeling and Learning With Modular Knowledge | |
| Yujia Shen, Arthur Choi, Adnan Darwiche |
| Information Acquisition Under Resource Limitations in a Noisy Environment | |
| Matvey Soloviev, Joseph Y. Halpern |
AAAI18 - Robotics
| Building Continuous Occupancy Maps With Moving Robots | |
| Ransalu Senanayake, Fabio Ramos |
| Phase-Parametric Policies for Reinforcement Learning in Cyclic Environments | |
| Arjun Sharma, Kris M. Kitani |
| Safe Exploration and Optimization of Constrained MDPs Using Gaussian Processes | |
| Akifumi Wachi, Yanan Sui, Yisong Yue, Masahiro Ono |
AAAI18 - Search and Constraint Satisfaction
| Sweep-Based Propagation for String Constraint Solving | |
| Roberto Amadini, Graeme Gange, Peter J. Stuckey |
| Exact MAP-Inference by Confining Combinatorial Search With LP Relaxation | |
| Stefan Haller, Paul Swoboda, Bogdan Savchynskyy |
| Verifying Properties of Binarized Deep Neural Networks | |
| Nina Narodytska, Shiva Kasiviswanathan, Leonid Ryzhyk, Mooly Sagiv, Toby Walsh |
| On Cryptographic Attacks Using Backdoors for SAT | |
| Alexander Semenov, Oleg Zaikin, Ilya Otpuschennikov, Stepan Kochemazov, Alexey Ignatiev |
AAAI18 - Vision
| Self-View Grounding Given a Narrated 360° Video | |
| Shih-Han Chou, Yi-Chun Chen, Kuo-Hao Zeng, Hou-Ning Hu, Jianlong Fu, Min Sun |
| ExprGAN: Facial Expression Editing With Controllable Expression Intensity | |
| Hui Ding, Kumar Sricharan, Rama Chellappa |
| Unravelling Robustness of Deep Learning Based Face Recognition Against Adversarial Attacks | |
| Gaurav Goswami, Nalini Ratha, Akshay Agarwal, Richa Singh, Mayank Vatsa |
| Dual-Reference Face Retrieval | |
| BingZhang Hu, Feng Zheng, Ling Shao |
| Action Prediction From Videos via Memorizing Hard-to-Predict Samples | |
| Yu Kong, Shangqian Gao, Bin Sun, Yun Fu |
| Anti-Makeup: Learning A Bi-Level Adversarial Network for Makeup-Invariant Face Verification | |
| Yi Li, Lingxiao Song, Xiang Wu, Ran He, Tieniu Tan |
| Video Generation From Text | |
| Yitong Li, Martin Renqiang Min, Dinghan Shen, David Carlson, Lawrence Carin |
| Action Recognition With Coarse-to-Fine Deep Feature Integration and Asynchronous Fusion | |
| Weiyao Lin, Chongyang Zhang, Ke Lu, Bin Sheng, Jianxin Wu, Bingbing Ni, Xin Liu, Hongkai Xiong |
| Cross-Domain Human Parsing via Adversarial Feature and Label Adaptation | |
| Si Liu, Yao Sun, Defa Zhu, Guanghui Ren, Yu Chen, Jiashi Feng, Jizhong Han |
| Towards Affordable Semantic Searching: Zero-Shot Retrieval via Dominant Attributes | |
| Yang Long, Li Liu, Yuming Shen, Ling Shao |
| Curve-Structure Segmentation From Depth Maps: A CNN-Based Approach and Its Application to Exploring Cultural Heritage Objects | |
| Yuhang Lu, Jun Zhou, Jing Wang, Jun Chen, Karen Smith, Colin Wilder, Song Wang |
| Spatial as Deep: Spatial CNN for Traffic Scene Understanding | |
| Xingang Pan, Jianping Shi, Ping Luo, Xiaogang Wang, Xiaoou Tang |
| Game of Sketches: Deep Recurrent Models of Pictionary-Style Word Guessing | |
| Ravi Kiran Sarvadevabhatla, Shiv Surya, Trisha Mittal, R. Venkatesh Babu |
| DLPaper2Code: Auto-Generation of Code From Deep Learning Research Papers | |
| Akshay Sethi, Anush Sankaran, Naveen Panwar, Shreya Khare, Senthil Mani |
| Region-Based Quality Estimation Network for Large-Scale Person Re-Identification | |
| Guanglu Song, Biao Leng, Yu Liu, Congrui Hetang, Shaofan Cai |
| Adversarial Discriminative Heterogeneous Face Recognition | |
| Lingxiao Song, Man Zhang, Xiang Wu, Ran He |
| Learning Binary Residual Representations for Domain-Specific Video Streaming | |
| Yi-Hsuan Tsai, Ming-Yu Liu, Deqing Sun, Ming-Hsuan Yang, Jan Kautz |
| Diverse Beam Search for Improved Description of Complex Scenes | |
| Ashwin K. Vijayakumar, Michael Cogswell, Ramprasaath R. Selvaraju, Qing Sun, Stefan Lee, David Crandall, Dhruv Batra |
| Unsupervised Part-Based Weighting Aggregation of Deep Convolutional Features for Image Retrieval | |
| Jian Xu, Cunzhao Shi, Chengzuo Qi, Chunheng Wang, Baihua Xiao |
| Understanding Image Impressiveness Inspired by Instantaneous Human Perceptual Cues | |
| Jufeng Yang, Yan Sun, Jie Liang, Yong-Liang Yang, Ming-Ming Cheng |
| Kill Two Birds With One Stone: Weakly-Supervised Neural Network for Image Annotation and Tag Refinement | |
| Junjie Zhang, Qi Wu, Jian Zhang, Chunhua Shen, Jianfeng Lu |
| Graph Correspondence Transfer for Person Re-Identification | |
| Qin Zhou, Heng Fan, Shibao Zheng, Hang Su, Xinzhe Li, Shuang Wu, Haibin Ling |
| HCVRD: A Benchmark for Large-Scale Human-Centered Visual Relationship Detection | |
| Bohan Zhuang, Qi Wu, Chunhua Shen, Ian Reid, Anton van den Hengel |
| 3D Box Proposals From a Single Monocular Image of an Indoor Scene | |
| Wei Zhuo, Mathieu Salzmann, Xuming He, Miaomiao Liu |
| Understanding Human Behaviors in Crowds by Imitating the Decision-Making Process | |
| Haosheng Zou, Hang Su, Shihong Song, Jun Zhu |
IAAI18 - Deployed
| An Automated Employee Timetabling System for Small Businesses | |
| Richard Hoshino, Aaron Slobodin, William Bernoudy |
| Horizontal Scaling With a Framework for Providing AI Solutions Within a Game Company | |
| John F. Kolen, Mohsen Sardari, Marwan Mattar, Nick Peterson, Meng Wu |
| Hi, How Can I Help You?: Automating Enterprise IT Support Help Desks | |
| Senthil Mani, Neelamadhav Gantayat, Rahul Aralikatte, Monika Gupta, Sampath Dechu, Anush Sankaran, Shreya Khare, Barry Mitchell, Hemamalini Subramanian, Hema Venkatarangan |
| Sentient Ascend: AI-Based Massively Multivariate Conversion Rate Optimization | |
| Risto Miikkulainen, Neil Iscoe, Aaron Shagrin, Ryan Rapp, Sam Nazari, Patrick McGrath, Cory Schoolland, Elyas Achkar, Myles Brundage, Jeremy Miller, Jonathan Epstein, Gurmeet Lamba |
IAAI18 - Emerging
| InspireMe: Learning Sequence Models for Stories | |
| Vincent Fortuin, Romann M. Weber, Sasha Schriber, Diana Wotruba, Markus Gross |
| Assessing National Development Plans for Alignment With Sustainable Development Goals via Semantic Search | |
| Jonathan Galsurkar, Moninder Singh, Lingfei Wu, Aditya Vempaty, Mikhail Sushkov, Devika Iyer, Serge Kapto, Kush R. Varshney |
| Computer-Assisted Authoring for Natural Language Story Scripts | |
| Rushit Sanghrajka, Wojciech Witoń, Sasha Schriber, Markus Gross, Mubbasir Kapadia |
| A Water Demand Prediction Model for Central Indiana | |
| Setu Shah, Mahmood Hosseini, Zina Ben Miled, Rebecca Shafer, Steve Berube |
| TipMaster: A Knowledge Base of Authoritative Local News Sources on Social Media | |
| Xin Shuai, Xiaomo Liu, Armineh Nourbakhsh, Sameena Shah, Tonya Curtis |
| Adapting to Concept Drift in Credit Card Transaction Data Streams Using Contextual Bandits and Decision Trees | |
| Dennis J. N. J. Soemers, Tim Brys, Kurt Driessens, Mark H. M. Winands, Ann Nowé |
| Aida: Intelligent Image Analysis to Automatically Detect Poems in Digital Archives of Historic Newspapers | |
| Leen-Kiat Soh, Elizabeth Lorang, Yi Liu |
| VoC-DL: Revisiting Voice Of Customer Using Deep Learning | |
| Susheel Suresh, Guru Rajan T S, Vipin Gopinath |
| DarkEmbed: Exploit Prediction With Neural Language Models | |
| Nazgol Tavabi, Palash Goyal, Mohammed Almukaynizi, Paulo Shakarian, Kristina Lerman |
| Gesture Annotation With a Visual Search Engine for Multimodal Communication Research | |
| Sergiy Turchyn, Inés Olza Moreno, Cristóbal Pagán Cánovas, Francis F. Steen, Mark Turner, Javier Valenzuela, Soumya Ray |
| Mars Target Encyclopedia: Rock and Soil Composition Extracted From the Literature | |
| Kiri L. Wagstaff, Raymond Francis, Thamme Gowda, You Lu, Ellen Riloff, Karanjeet Singh, Nina L. Lanza |
| Deep Mars: CNN Classification of Mars Imagery for the PDS Imaging Atlas | |
| Kiri L. Wagstaff, You Lu, Alice Stanboli, Kevin Grimes, Thamme Gowda, Jordan Padams |
EAAI18 - Poster Papers
| A Driving License for Intelligent Systems | |
| Martin Kandlhofer, Gerald Steinbauer |
Senior Track
| Engineering Pro-Sociality With Autonomous Agents | |
| Ana Paiva, Fernando P. Santos, Francisco C. Santos |
| A Brief History and Recent Achievements in Bidirectional Search | |
| Nathan R. Sturtevant, Ariel Felner |
Doctoral Consortium
| Game-Theoretic Threat Screening and Deceptive Techniques for Cyber Defense | |
| Aaron Schlenker |
| Hierarchical Methods for a Unified Approach to Discourse, Domain, and Style in Neural Conversational Models | |
| João Sedoc |
| Efficiency and Safety in Autonomous Vehicles Through Planning With Uncertainty | |
| Zachary N. Sunberg |
Student Abstracts
| A Stratified Feature Ranking Method for Supervised Feature Selection | |
| Renjie Chen, Xiaojun Chen, Guowen Yuan, Wenya Sun, Qingyao Wu |
| Adversarial Goal Generation for Intrinsic Motivation | |
| Ishan Durugkar, Peter Stone |
| Dynamic Detection of Communities and Their Evolutions in Temporal Social Networks | |
| Yaowei Huang, Jinghuan Shang, Bill Y. Lin, Luoyi Fu, Xinbing Wang |
| Consonant-Vowel Sequences as Subword Units for Code-Mixed Languages | |
| Upendra Kumar, Vishal Singh, Chris Andrew, Santhoshini Reddy, Amitava Das |
| Adversary Is the Best Teacher: Towards Extremely Compact Neural Networks | |
| Ameya Prabhu, Harish Krishna, Soham Saha |
| Predicting Depression Severity by Multi-Modal Feature Engineering and Fusion | |
| Aven Samareh, Yan Jin, Zhangyang Wang, Xiangyu Chang, Shuai Huang |
| Indirect Reciprocity and Costly Assessment in Multiagent Systems | |
| Fernando P. Santos, Jorge M. Pacheco, Francisco C. Santos |
| Relating Children’s Automatically Detected Facial Expressions to Their Behavior in RoboTutor | |
| Mayank Saxena, Rohith Krishnan Pillai, Jack Mostow |
| Solving Generalized Column Subset Selection With Heuristic Search | |
| Swair Shah, Baokun He, Ke Xu, Crystal Maung, Haim Schweitzer |
| Towards Better Variational Encoder-Decoders in Seq2Seq Tasks | |
| Xiaoyu Shen, Hui Su |
| Efficient Support Vector Machine Training Algorithm on GPUs | |
| Jiashuai Shi, Zeyi Wen, Bingsheng He, Jian Chen |
| Explainable Cross-Domain Recommendations Through Relational Learning | |
| Sirawit Sopchoke, Ken-ichi Fukui, Masayuki Numao |
| Different Cycle, Different Assignment: Diversity in Assignment Problems With Multiple Cycles | |
| Helge Spieker, Arnaud Gotlieb, Morten Mossige |
| Dialogue Generation With GAN | |
| Hui Su, Xiaoyu Shen, Pengwei Hu, Wenjie Li, Yun Chen |
| Label Space Driven Heterogeneous Transfer Learning With Web Induced Alignment | |
| Sanatan Sukhija |
| Uncovering Scene Context for Predicting Privacy of Online Shared Images | |
| Ashwini Tonge, Cornelia Caragea, Anna Squicciarini |
| Deep Embedding for Determining the Number of Clusters | |
| Yiqi Wang, Zhan Shi, Xifeng Guo, Xinwang Liu, En Zhu, Jianping Yin |
| Joint Learning of Evolving Links for Dynamic Network Embedding | |
| Aakas Zhiyuli, Xun Liang, YanFang Chen, Peng Shu, Xiaoping Zhou |
Demonstrations
| Water Advisor - A Data-Driven, Multi-Modal, Contextual Assistant to Help With Water Usage Decisions | |
| Jason Ellis, Biplav Srivastava, Rachel K. E. Bellamy, Andy Aaron |
| A Unified Implicit Dialog Framework for Conversational Commerce | |
| Song Feng, R. Chulaka Gunasekara, Sunil Shashidhara, Kshitij P. Fadnis, Lazaros C. Polymenakos |
| Constructing Domain-Specific Search Engines With No Programming | |
| Mayank Kejriwal, Pedro Szekely |
| A Cognitive Assistant for Visualizing and Analyzing Exoplanets | |
| Jeffrey O. Kephart, Victor C. Dibia, Jason Ellis, Biplav Srivastava, Kartik Talamadupula, Mishal Dholakia |
| Agent Assist: Automating Enterprise IT Support Help Desks | |
| Senthil Mani, Neelamadhav Gantayat, Rahul Aralikatte, Monika Gupta, Sampath Dechu, Anush Sankaran, Shreya Khare, Barry Mitchell, Hemamalini Subramanian, Hema Venkatarangan |
| Dataset Evolver: An Interactive Feature Engineering Notebook | |
| Fatemeh Nargesian, Udayan Khurana, Tejaswini Pedapati, Horst Samulowitz, Deepak Turaga |
| Democratization of Deep Learning Using DARVIZ | |
| Anush Sankaran, Naveen Panwar, Shreya Khare, Senthil Mani, Akshay Sethi, Rahul Aralikatte, Neelamadhav Gantayat |
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